Multica vs AionUi: team coordination and local agents

This comparison presents Multica as a coordination platform and AionUi as a desktop execution environment. The speaker recommends choosing according to whether the main problem is shared team visibility or controlling agents on one machine.

Multica assigns issues to agents, tracks progress and blockers, and shares reusable skills across a workspace. Its daemon detects installed agent CLIs on connected machines. The breakdown describes a self-hosted coordination server with PostgreSQL 17 and pgvector, and cites version 0.2.15. Multica requires existing CLI agents and has no native scheduling, according to the speaker.

AionUi is described as an Electron app for macOS, Windows and Linux, with local SQLite storage. Its built-in engine starts through Google sign-in or an API key without a separate agent CLI. The video covers parallel agent sessions, leader-led team mode, cron schedules and remote control through browsers or messaging apps. It also discusses Ollama and LM Studio support for local LLM workflows and cites AionUi 2.1.0.

The speaker describes both projects as Apache 2.0 licensed and proposes using them together for local execution and shared tracking. That proposal is an architectural recommendation, rather than an integration setup guide. The privacy discussion emphasizes local storage and coordination, but does not establish that every supported model workflow runs offline.